
import os
import unittest

from transformers.models.transfo_xl.tokenization_transfo_xl import VOCAB_FILES_NAMES, TransfoXLTokenizer

from ...test_tokenization_common import TokenizerTesterMixin





class 				UpperCAmelCase (    __SCREAMING_SNAKE_CASE     ,     unittest.TestCase    ):




	'''simple docstring'''





	snake_case_          =	TransfoXLTokenizer
	snake_case_          =	False
	snake_case_          =	False






	def 							UpperCamelCase_    (			self   :					Union[str, Any]					):
					super().setUp()

					__A       =					[
					    "<unk>",
					    "[CLS]",
					    "[SEP]",
					    "want",
					    "unwanted",
					    "wa",
					    "un",
					    "running",
					    ",",
					    "low",
					    "l",
					]
					__A       =					os.path.join(self.tmpdirname				,VOCAB_FILES_NAMES["vocab_file"]					)
					with open(self.vocab_file				,"w"				,encoding="utf-8"					) as vocab_writer:
									vocab_writer.write("".join([x + "\n" for x in vocab_tokens]					)					)






	def 							UpperCamelCase_    (			self   :					Union[str, Any]				,**A   :					Optional[Any]					):
					__A       =					True
					return TransfoXLTokenizer.from_pretrained(self.tmpdirname				,**A					)






	def 							UpperCamelCase_    (			self   :					List[Any]				,A   :					Dict					):
					__A       =					"<unk> UNwanted , running"
					__A       =					"<unk> unwanted, running"
					return input_text, output_text






	def 							UpperCamelCase_    (			self   :					str					):
					__A       =					TransfoXLTokenizer(vocab_file=self.vocab_file				,lower_case=A					)

					__A       =					tokenizer.tokenize("<unk> UNwanted , running"					)
					self.assertListEqual(A				,["<unk>", "unwanted", ",", "running"]					)

					self.assertListEqual(tokenizer.convert_tokens_to_ids(A					)				,[0, 4, 8, 7]					)






	def 							UpperCamelCase_    (			self   :					Any					):
					__A       =					TransfoXLTokenizer(lower_case=A					)

					self.assertListEqual(
					    tokenizer.tokenize(" \tHeLLo ! how  \n Are yoU ?  "					)				,["hello", "!", "how", "are", "you", "?"]					)






	def 							UpperCamelCase_    (			self   :					List[str]					):
					__A       =					TransfoXLTokenizer(lower_case=A					)

					self.assertListEqual(
					    tokenizer.tokenize(" \tHeLLo ! how  \n Are yoU ?  "					)				,["HeLLo", "!", "how", "Are", "yoU", "?"]					)






	def 							UpperCamelCase_    (			self   :					Optional[int]					):
					__A       =					TransfoXLTokenizer(lower_case=A					)
					__A       =					"Hello (bracket) and side-scrolled [and] Henry's $5,000 with 3.34 m. What's up!?"
					__A       =					[
					    "Hello",
					    "(",
					    "bracket",
					    ")",
					    "and",
					    "side",
					    "@-@",
					    "scrolled",
					    "[",
					    "and",
					    "]",
					    "Henry",
					    "'s",
					    "$",
					    "5",
					    "@,@",
					    "000",
					    "with",
					    "3",
					    "@.@",
					    "34",
					    "m",
					    ".",
					    "What",
					    "'s",
					    "up",
					    "!",
					    "?",
					]

					self.assertListEqual(tokenizer.tokenize(A					)				,A					)

					self.assertEqual(tokenizer.convert_tokens_to_string(A					)				,A					)







	def 							UpperCamelCase_    (			self   :					Optional[int]					):
					__A       =					self.get_tokenizer()
					__A       =					len(A					)

					tokenizer.add_tokens(["new1", "new2"]					)
					tokenizer.move_added_token("new1"				,1					)

					# Check that moved token is not copied (duplicate)
					self.assertEqual(len(A					)				,original_len + 2					)
					# Check that token is moved to specified id
					self.assertEqual(tokenizer.encode("new1"					)				,[1]					)
					self.assertEqual(tokenizer.decode([1]					)				,"new1"					)





'''simple docstring'''



import argparse
from collections import defaultdict

import yaml


lowerCAmelCase_  :							Tuple             =    'docs/source/en/_toctree.yml'
def        UpperCAmelCase (    A	:					Union[str, Any]					):
							SCREAMING_SNAKE_CASE       :   Dict         =      defaultdict(A					)
							for doc in model_doc:
														counts[doc["local"]] += 1
							SCREAMING_SNAKE_CASE       :   Tuple         =      [key for key, value in counts.items() if value > 1]

							SCREAMING_SNAKE_CASE       :   Tuple         =      []
							for duplicate_key in duplicates:
														SCREAMING_SNAKE_CASE       :   Optional[int]         =      list({doc['''title'''] for doc in model_doc if doc['''local'''] == duplicate_key}					)
														if len(A					) > 1:
																					raise ValueError(
																					    F"""{duplicate_key} is present several times in the documentation table of content at """
																					    '''`docs/source/en/_toctree.yml` with different *Title* values. Choose one of those and remove the '''
																					    '''others.'''					)
														# Only add this once
														new_doc.append({'''local''': duplicate_key, '''title''': titles[0]}					)

							# Add none duplicate-keys
							new_doc.extend([doc for doc in model_doc if counts[doc['''local''']] == 1]					)

							# Sort
							return sorted(A       ,		key=lambda A					: s["title"].lower()					)
def        UpperCAmelCase (    A	:					Any=False					):
							with open(A       ,		encoding='''utf-8'''					) as f:
														SCREAMING_SNAKE_CASE       :   str         =      yaml.safe_load(f.read()					)

							# Get to the API doc
							SCREAMING_SNAKE_CASE       :   Any         =      0
							while content[api_idx]["title"] != "API":
														api_idx += 1
							SCREAMING_SNAKE_CASE       :   Dict         =      content[api_idx]['''sections''']

							# Then to the model doc
							SCREAMING_SNAKE_CASE       :   List[str]         =      0
							while api_doc[model_idx]["title"] != "Models":
														model_idx += 1

							SCREAMING_SNAKE_CASE       :   Dict         =      api_doc[model_idx]['''sections''']

							SCREAMING_SNAKE_CASE       :   List[Any]         =      [(idx, section) for idx, section in enumerate(A					) if '''sections''' in section]
							SCREAMING_SNAKE_CASE       :   int         =      False
							for idx, modality_doc in modalities_docs:
														SCREAMING_SNAKE_CASE       :   List[str]         =      modality_doc['''sections''']
														SCREAMING_SNAKE_CASE       :   List[str]         =      clean_model_doc_toc(A					)

														if old_modality_doc != new_modality_doc:
																					SCREAMING_SNAKE_CASE       :   Dict         =      True
																					if overwrite:
																												SCREAMING_SNAKE_CASE       :   int         =      new_modality_doc

							if diff:
														if overwrite:
																					SCREAMING_SNAKE_CASE       :   List[Any]         =      model_doc
																					SCREAMING_SNAKE_CASE       :   Union[str, Any]         =      api_doc
																					with open(A       ,		'''w'''       ,		encoding='''utf-8'''					) as f:
																												f.write(yaml.dump(A       ,		allow_unicode=A					)					)
														else:
																					raise ValueError(
																					    '''The model doc part of the table of content is not properly sorted, run `make style` to fix this.'''					)


if __name__ == "__main__":
							lowerCAmelCase_  :							Optional[int]             =    argparse.ArgumentParser()
							parser.add_argument('--fix_and_overwrite', action='store_true', help='Whether to fix inconsistencies.')
							lowerCAmelCase_  :							Any             =    parser.parse_args()

							check_model_doc(args.fix_and_overwrite)




